Duffy, 25, has signed a contract to stay at Glanford Park until the summer of 2013.
"I just want to get out there and meet all the lads and play football. I can't wait to test myself in the Championship," he said.
"I've been in League Two for a year and a half and its obvious that this is going to be a massive step up."